Transformer in Computer Vision

Transformer in Computer Vision

2020-12-03 19:18:25

 

1. Attention is all you need[J]. NIPS-2017. [Paper] [Code] 

 

2. End-to-End Object Detection with Transformers[J]. arXiv preprint arXiv:2005.12872, 2020. [Paper] [Code] 

 

3. RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder, NIPS 2020, [Paper] [Code] 

 

4. End-to-End Object Detection with Adaptive Clustering Transformer[J]. arXiv preprint arXiv:2011.09315, 2020. [Paper]

 

5. UP-DETR: Unsupervised Pre-training for Object Detection with Transformers[J]. arXiv preprint arXiv:2011.09094, 2020. [Paper] 

 

6. Rethinking Transformer-based Set Prediction for Object Detection[J]. arXiv preprint arXiv:2011.10881, 2020. [Paper] 

 

7. Deformable DETR: Deformable Transformers for End-to-End Object Detection, [Paper] [Code] 

 

8. ConvTransformer: A Convolutional Transformer Network for Video Frame Synthesis [Paper] 

 

9. End-to-end Lane Shape Prediction with Transformers [Paper]

 

10. End-to-End Video Instance Segmentation with Transformers [Paper]  

 

11. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale[J]. arXiv preprint arXiv:2010.11929, 2020. [Paper] 

 

12. Pre-Trained Image Processing Transformer [Paper]